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Vivek Kalyan

@vivekkalyan.com
74 followers 169 following 59 posts

Applied AI. Building cartograph.app. Previously: Head of AI @ handshakes.ai 🇸🇬 I write (sparsely) at: vivekkalyan.com

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Vivek Kalyan @vivekkalyan.com · 20/01/2025
Most guides on RAG systems are over-optimizing for latency. If you are using RAG to automate any type of knowledge work, accuracy is much more important. I explore the idea of spending more compute for RAG systems to significantly improve performance. www.vivekkalyan.com/writing/scal...
vivekkalyan.com
Scaling Compute for RAG
Unlock higher RAG accuracy by strategically spending compute.
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Vivek Kalyan @vivekkalyan.com · 19/12/2024
This is a super high impact project. There are tons of production models in the real world still running BERT/RoBERTa models from the 2018-2019 era, I'm sincerely hoping these models are easy to finetune, just the 8k context length will be good enough reason to upgrade.
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Vivek Kalyan @vivekkalyan.com · 08/12/2024
We're launching early access for Cartograph (cartograph.app). It takes your codebase, and automatically generates architecture diagrams and documentation for them. See some demos of open-source repos here (no sign-up required): cartograph.app/demo (Reply here if you'd like to see others added)
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Vivek Kalyan @vivekkalyan.com · 07/12/2024
Spent more than 2 hours yesterday night trying to figure out why my solution for day 6 part 2 was working on the examples but not on the test input. Slept on it, and figured it out in 5mins when I woke up today morning. 🤦‍♂️
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Vivek Kalyan @vivekkalyan.com · 01/12/2024
Oh look, it's that time of the year. I will doing Advent of Code 2024 in Rust, hoping to get more experience using Rust to solve a wide range of problems. github.com/vivekkalyan/...
github.com
GitHub - vivekkalyan/advent-of-code-2024: Solving Advent of Code in Rust
Solving Advent of Code in Rust. Contribute to vivekkalyan/advent-of-code-2024 development by creating an account on GitHub.
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Vivek Kalyan @vivekkalyan.com · 27/11/2024
@eugeneyan.bsky.social's blog is a gold mine if you are doing ML/AI in the industry. Writing design docs before ML projects start is an important process that I introduced at my prev org, and the post on design docs was one of the references I used to create our template.
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Vivek Kalyan @vivekkalyan.com · 27/11/2024
Methodology paper detailing how to train small, efficient off-topic classifiers using synthetic data from LLMs.
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Vivek Kalyan @vivekkalyan.com · 26/11/2024
The Gemini team really delivered with gemini-exp-1121. It slaps for writing tasks, it's outputs avoid the typical AI feel that other models (like ChatGPT) have, something previously only Claude achieved.
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Vivek Kalyan @vivekkalyan.com · 25/11/2024
I'm really tempted to update my blog...
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Vivek Kalyan @vivekkalyan.com · 24/11/2024
Reading the TÜLU 3 paper from @ai2.bsky.social. It's refreshing to see a research lab treating AI as a real science with full reports, data, code, logs, evals. Paper: allenai.org/papers/tulu-... Demo: playground.allenai.org Code: github.com/allenai/open... Eval: github.com/allenai/olmes Notes
allenai.org
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Vivek Kalyan @vivekkalyan.com · 23/11/2024
I spent today making this with wife, really happy how it turned out!
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Vivek Kalyan @vivekkalyan.com · 23/11/2024
It feels like I'm inside a black hole, space and time are warping around me.
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Vivek Kalyan @vivekkalyan.com · 23/11/2024
println!("Hello, {}!", "🦋");
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